Giuseppe Aceto

5.7k citations

69 papers · 3.9k indexed · 5 hit papers · h-index 27

Impact in

Computer Networks and Communications top 0.5%
- Network Security and Intrusion Detection
- IoT and Edge/Fog Computing
Signal Processing top 1%
- Advanced Malware Detection Techniques

Papers in

Computer Networks and Communications 60
- Network Security and Intrusion Detection 37
- Network Traffic and Congestion Control 16
- Software-Defined Networks and 5G 11
- IoT and Edge/Fog Computing 9
Artificial Intelligence 43
- Internet Traffic Analysis and Secure E-voting 39

Co-authors: Antonio Pescapè Valerio Persico Domenico Ciuonzo Antonio Montieri Alessio Botta Walter de Donato Giampaolo Bovenzi Alfredo Nascita
Journals: Computer Networks (7 papers)Journal of Network and Computer Applications (6 papers)IEEE Transactions on Network and Service Management (6 papers)IEEE Communications Surveys & Tutorials (2 papers)Journal of Industrial Information Integration (2 papers)
Partner nations: Italy Hungary Pakistan

In The Last Decade

Giuseppe Aceto

67 papers receiving 3.7k citations

Hit Papers

5 papers align trajectories log scale

Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0 2020 · 559 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2020 Journal of Industrial Information Integration
2019 IEEE Transactions on Network and Service Management
2019 IEEE Communications Surveys & Tutorials
2018 Journal of Network and Computer Applications
2013 Computer Networks

Peers

Countries citing papers authored by Giuseppe Aceto

Since Specialization

Citations

This map shows the geographic impact of Giuseppe Aceto's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Giuseppe Aceto with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Giuseppe Aceto more than expected).

Fields of papers citing papers by Giuseppe Aceto

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Giuseppe Aceto. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Giuseppe Aceto. The network helps show where Giuseppe Aceto may publish in the future.

Co-authors

The 25 scholars most cited alongside Giuseppe Aceto, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Giuseppe Aceto Line = papers co-authored together Giuseppe Aceto links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	XAI for Interpretable Multimodal Architectures with Contextual Input in Mobile Network Traffic Classification Archivio istituzionale della ricerca (Alma Mater Studiorum Università di Bologna) ·О.А. Мех, Pa. Voisin, Johan Steven Alcantara Cortes, Giuseppe Aceto, Antonio Pescapè	2024	1
2	Explainable Deep-Learning Approaches for Packet-Level Traffic Prediction of Collaboration and Communication Mobile Apps IEEE Open Journal of the Communications Society ·Pa. Voisin, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè	2024	13
3	A Survey on Explainable Artificial Intelligence for Internet Traffic Classification and Prediction, and Intrusion Detection IEEE Communications Surveys & Tutorials ·Alfredo Nascita, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè	2024	12
4	Improving Performance, Reliability, and Feasibility in Multimodal Multitask Traffic Classification with XAI IEEE Transactions on Network and Service Management ·Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè	2023	31
5	Benchmarking Class Incremental Learning in Deep Learning Traffic Classification IEEE Transactions on Network and Service Management ·Giampaolo Bovenzi, Alfredo Nascita, 繁雄三枝, Alessandro Finamore, Giuseppe Aceto, Domenico Ciuonzo, Antonio Pescapè, Dario Rossi	2023	23
6	Network anomaly detection methods in IoT environments via deep learning: A Fair comparison of performance and robustness Computers & Security ·Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè	2023	63
7	A Biobanking System for Diagnostic Images: Architecture Development, COVID-19–Related Use Cases, and Performance Evaluation JMIR Formative Research ·Yuchen Miao, Kazufumi本田, Aaron S. Fultz, Marco Aiello, Marco Salvatore, Giuseppe Aceto, Antonio Pescapè	2023	1
8	Contextual counters and multimodal Deep Learning for activity-level traffic classification of mobile communication apps during COVID-19 pandemic Computer Networks ·Pa. Voisin, Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè	2022	22
9	Packet-level prediction of mobile-app traffic using multitask Deep Learning Computer Networks ·Antonio Montieri, Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè	2021	32
10	XAI Meets Mobile Traffic Classification: Understanding and Improving Multimodal Deep Learning Architectures IEEE Transactions on Network and Service Management ·Alfredo Nascita, Antonio Montieri, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè	2021	139
11	Characterization and Prediction of Mobile-App Traffic Using Markov Modeling IEEE Transactions on Network and Service Management ·Giuseppe Aceto, Giampaolo Bovenzi, Domenico Ciuonzo, Antonio Montieri, Valerio Persico, Antonio Pescapè	2021	57
12	A Big Data-Enabled Hierarchical Framework for Traffic Classification IEEE Transactions on Network Science and Engineering ·Giampaolo Bovenzi, Giuseppe Aceto, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè	2020	23
13	Mobile Encrypted Traffic Classification Using Deep Learning: Experimental Evaluation, Lessons Learned, and Challenges IEEE Transactions on Network and Service Management ·Giuseppe Aceto, Domenico Ciuonzo, Antonio Montieri, Antonio Pescapè Hit paper breakdown →	2019	375
14	Characterizing Cloud-to-User Latency as Perceived by AWS and Azure Users Spread over the Globe S P Smritika, Giuseppe Aceto, Alessio Botta, Domenico Ciuonzo, Valerio Persico, Antonio Pescapè	2019	18
15	Wi-CR: Human Action Counting and Recognition with Wi-Fi Signals Xiwen Liu, Haiming Chen, Guoda Zazeckyte, Jiangbo Qian, Giuseppe Aceto, Antonio Pescapè	2019	15
16	Anonymity Services Tor, I2P, JonDonym: Classifying in the Dark (Web) IEEE Transactions on Dependable and Secure Computing ·Antonio Montieri, Domenico Ciuonzo, Giuseppe Aceto, Antonio Pescapè	2018	76
17	Available Bandwidth vs. Achievable Throughput Measurements in 4G Mobile Networks Giuseppe Aceto, S P Smritika, Valerio Persico, G. Anderson	2018	6
18	Speeding-Up DPI Traffic Classification with Chaining Ike Tri Pebrianti, Giuseppe Aceto, Walter de Donato, Zhi Xin Shu, Andrés Marín, César D. Guerrero, Antonio Pescapè	2018	17
19	Monitoring Internet Censorship: the case of UBICA Giuseppe Aceto	2014	1
20	PortLoad: Taking the Best of Two Worlds in Traffic Classification Giuseppe Aceto, Alberto Dainotti, Walter de Donato, Antonio Pescapè	2010	76

About Giuseppe Aceto

Giuseppe Aceto is a scholar working on Computer Networks and Communications, Artificial Intelligence, Signal Processing, Health Informatics and Information Systems, having authored 69 papers that have together received 3.9k indexed citations. Recurring topics across this work include Internet Traffic Analysis and Secure E-voting (39 papers), Network Security and Intrusion Detection (37 papers), Network Traffic and Congestion Control (16 papers), Advanced Malware Detection Techniques (13 papers), Software-Defined Networks and 5G (11 papers), IoT and Edge/Fog Computing (9 papers), Cloud Computing and Resource Management (6 papers) and Digital and Cyber Forensics (5 papers). The work is most often cited by research in Computer Networks and Communications (2.4k citations), Signal Processing (698 citations), Artificial Intelligence (1.8k citations), Information Systems (949 citations) and Health Informatics (43 citations). Giuseppe Aceto has collaborated with scholars based in Italy, Hungary and Pakistan. Frequent co-authors include Antonio Pescapè, Valerio Persico, Domenico Ciuonzo, Antonio Montieri, Alessio Botta, Walter de Donato, Giampaolo Bovenzi, Alfredo Nascita, Alberto Dainotti and Sándor Molnár. Their work appears in journals such as Computer Networks, Journal of Network and Computer Applications, IEEE Transactions on Network and Service Management, IEEE Communications Surveys & Tutorials and Journal of Industrial Information Integration.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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